@article{bb134100, AUTHOR = "Bruzzone, L. and Chi, M. and Marconcini, M.", TITLE = "A Novel Transductive SVM for Semisupervised Classification of Remote-Sensing Images", JOURNAL = GeoRS, VOLUME = "44", YEAR = "2006", NUMBER = "11", MONTH = "November", PAGES = "3363-3373", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130146"} @article{bb134101, AUTHOR = "Chi, M. and Bruzzone, L.", TITLE = "Semisupervised Classification of Hyperspectral Images by SVMs Optimized in the Primal", JOURNAL = GeoRS, VOLUME = "45", YEAR = "2007", NUMBER = "6", MONTH = "June", PAGES = "1870-1880", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130147"} @article{bb134102, AUTHOR = "Inamdar, S. and Bovolo, F. and Bruzzone, L. and Chaudhuri, S.", TITLE = "Multidimensional Probability Density Function Matching for Preprocessing of Multitemporal Remote Sensing Images", JOURNAL = GeoRS, VOLUME = "46", YEAR = "2008", NUMBER = "4", MONTH = "April", PAGES = "1243-1252", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130148"} @article{bb134103, AUTHOR = "Yang, C. and Bruzzone, L. and Sun, F. and Lu, L.J. and Guan, R.C. and Liang, Y.C.", TITLE = "A Fuzzy-Statistics-Based Affinity Propagation Technique for Clustering in Multispectral Images", JOURNAL = GeoRS, VOLUME = "48", YEAR = "2010", NUMBER = "6", MONTH = "June", PAGES = "2647-2659", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130149"} @article{bb134104, AUTHOR = "Yang, C. and Bruzzone, L. and Guan, R.C. and Lu, L.J. and Liang, Y.C.", TITLE = "Incremental and Decremental Affinity Propagation for Semisupervised Clustering in Multispectral Images", JOURNAL = GeoRS, VOLUME = "51", YEAR = "2013", NUMBER = "3", MONTH = "March", PAGES = "1666-1679", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130150"} @article{bb134105, AUTHOR = "Yang, C. and Tan, Y.L. and Bruzzone, L. and Lu, L.J. and Guan, R.C.", TITLE = "Discriminative Feature Metric Learning in the Affinity Propagation Model for Band Selection in Hyperspectral Images", JOURNAL = RS, VOLUME = "9", YEAR = "2017", NUMBER = "8", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130151"} @article{bb134106, AUTHOR = "Yang, C. and Bruzzone, L. and Zhao, H. and Tan, Y. and Guan, R.C.", TITLE = "Superpixel-Based Unsupervised Band Selection for Classification of Hyperspectral Images", JOURNAL = GeoRS, VOLUME = "56", YEAR = "2018", NUMBER = "12", MONTH = "December", PAGES = "7230-7245", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130152"} @article{bb134107, AUTHOR = "Zhao, H. and Bruzzone, L. and Guan, R. and Zhou, F.F. and Yang, C.", TITLE = "Spectral-Spatial Genetic Algorithm-Based Unsupervised Band Selection for Hyperspectral Image Classification", JOURNAL = GeoRS, VOLUME = "59", YEAR = "2021", NUMBER = "11", MONTH = "November", PAGES = "9616-9632", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130153"} @article{bb134108, AUTHOR = "Muezzinoglu, M.K. and Zurada, J.M.", TITLE = "RBF-based neurodynamic nearest neighbor classification in real pattern space", JOURNAL = PR, VOLUME = "39", YEAR = "2006", NUMBER = "5", MONTH = "May", PAGES = "747-760", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130154"} @article{bb134109, AUTHOR = "Wang, H.", TITLE = "Nearest Neighbors by Neighborhood Counting", JOURNAL = PAMI, VOLUME = "28", YEAR = "2006", NUMBER = "6", MONTH = "June", PAGES = "942-953", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130155"} @article{bb134110, AUTHOR = "Wang, H.", TITLE = "Neighborhood Counting Measure and Minimum Risk Metric", JOURNAL = PAMI, VOLUME = "32", YEAR = "2010", NUMBER = "4", MONTH = "April", PAGES = "766-768", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130156"} @article{bb134111, AUTHOR = "Argentini, A. and Blanzieri, E.", TITLE = "About Neighborhood Counting Measure Metric and Minimum Risk Metric", JOURNAL = PAMI, VOLUME = "32", YEAR = "2010", NUMBER = "4", MONTH = "April", PAGES = "763-765", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130157"} @article{bb134112, AUTHOR = "Huang, C.C.", TITLE = "A novel gray-based reduced NN classification method", JOURNAL = PR, VOLUME = "39", YEAR = "2006", NUMBER = "11", MONTH = "November", PAGES = "1979-1986", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130158"} @article{bb134113, AUTHOR = "Zhou, C.Y. and Chen, Y.Q.", TITLE = "Improving nearest neighbor classification with cam weighted distance", JOURNAL = PR, VOLUME = "39", YEAR = "2006", NUMBER = "4", MONTH = "April", PAGES = "635-645", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130159"} @article{bb134114, AUTHOR = "Gao, Q.B. and Wang, Z.Z.", TITLE = "Center-based nearest neighbor classifier", JOURNAL = PR, VOLUME = "40", YEAR = "2007", NUMBER = "1", MONTH = "January", PAGES = "346-349", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130160"} @article{bb134115, AUTHOR = "Wang, J.G. and Neskovic, P. and Cooper, L.N.", TITLE = "Improving nearest neighbor rule with a simple adaptive distance measure", JOURNAL = PRL, VOLUME = "28", YEAR = "2007", NUMBER = "2", MONTH = "January", PAGES = "207-213", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130161"} @article{bb134116, AUTHOR = "Fayed, H.A. and Hashem, S.R. and Atiya, A.F.", TITLE = "Self-generating prototypes for pattern classification", JOURNAL = PR, VOLUME = "40", YEAR = "2007", NUMBER = "5", MONTH = "May", PAGES = "1498-1509", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130162"} @article{bb134117, AUTHOR = "Lin, D. and Zhang, R. and Zhou, A.", TITLE = "Indexing Fast Moving Objects for kNN Queries Based on Nearest Landmarks", JOURNAL = GeoInfo, VOLUME = "10", YEAR = "2006", NUMBER = "4", MONTH = "December", PAGES = "423-445", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130163"} @article{bb134118, AUTHOR = "Li, X.R. and Hu, Z.Y. and Wu, F.C.", TITLE = "A note on the convergence of the mean shift", JOURNAL = PR, VOLUME = "40", YEAR = "2007", NUMBER = "6", MONTH = "June", PAGES = "1756-1762", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130164"} @article{bb134119, AUTHOR = "Manocha, S. and Girolami, M.A.", TITLE = "An empirical analysis of the probabilistic K-nearest neighbour classifier", JOURNAL = PRL, VOLUME = "28", YEAR = "2007", NUMBER = "13", MONTH = "October", PAGES = "1818-1824", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130165"} @article{bb134120, AUTHOR = "Cui, J.T. and Zhou, S.S. and Sun, J.D.", TITLE = "Efficient high-dimensional indexing by sorting principal component", JOURNAL = PRL, VOLUME = "28", YEAR = "2007", NUMBER = "16", MONTH = "December", PAGES = "2412-2418", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130166"} @article{bb134121, AUTHOR = "Cui, J.T. and An, Z.Y. and Guo, Y. and Zhou, S.S.", TITLE = "Efficient nearest neighbor query based on extended B+-tree in high-dimensional space", JOURNAL = PRL, VOLUME = "31", YEAR = "2010", NUMBER = "12", MONTH = "September", PAGES = "1740-1748", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130167"} @article{bb134122, AUTHOR = "Samet, H.", TITLE = "K-Nearest Neighbor Finding Using MaxNearestDist", JOURNAL = PAMI, VOLUME = "30", YEAR = "2008", NUMBER = "2", MONTH = "February", PAGES = "243-252", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130168"} @inproceedings{bb134123, AUTHOR = "Samet, H.", TITLE = "Depth-first K-nearest neighbor finding using the MaxNearestDist estimator", BOOKTITLE = CIAP03, YEAR = "2003", PAGES = "486-491", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130169"} @article{bb134124, AUTHOR = "Blanzieri, E. and Melgani, F.", TITLE = "Nearest Neighbor Classification of Remote Sensing Images With the Maximal Margin Principle", JOURNAL = GeoRS, VOLUME = "46", YEAR = "2008", NUMBER = "6", MONTH = "June", PAGES = "1804-1811", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130170"} @article{bb134125, AUTHOR = "Samaniego, L. and Bardossy, A. and Schulz, K.", TITLE = "Supervised Classification of Remotely Sensed Imagery Using a Modified k-NN Technique", JOURNAL = GeoRS, VOLUME = "46", YEAR = "2008", NUMBER = "7", MONTH = "July", PAGES = "2112-2125", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130171"} @article{bb134126, AUTHOR = "Samaniego, L. and Schulz, K.", TITLE = "Supervised Classification of Agricultural Land Cover Using a Modified k-NN Technique (MNN) and Landsat Remote Sensing Imagery", JOURNAL = RS, VOLUME = "1", YEAR = "2009", NUMBER = "4", MONTH = "December", PAGES = "875-895", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130172"} @article{bb134127, AUTHOR = "Babu, V.S. and Viswanath, P.", TITLE = "Rough-fuzzy weighted k-nearest leader classifier for large data sets", JOURNAL = PR, VOLUME = "42", YEAR = "2009", NUMBER = "9", MONTH = "September", PAGES = "1719-1731", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130173"} @inproceedings{bb134128, AUTHOR = "Babu, V.S. and Viswanath, P.", TITLE = "Weighted k-Nearest Leader Classifier for Large Data Sets", BOOKTITLE = PReMI07, YEAR = "2007", PAGES = "17-24", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130174"} @article{bb134129, AUTHOR = "Li, Y. and Lu, B.L.", TITLE = "Feature selection based on loss-margin of nearest neighbor classification", JOURNAL = PR, VOLUME = "42", YEAR = "2009", NUMBER = "9", MONTH = "September", PAGES = "1914-1921", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130175"} @inproceedings{bb134130, AUTHOR = "Li, Y. and Lu, B.L.", TITLE = "Feature Selection for Identifying Critical Variables of Principal Components Based on K-Nearest Neighbor Rule", BOOKTITLE = Visual07, YEAR = "2007", PAGES = "193-204", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130176"} @article{bb134131, AUTHOR = "Cervantes, A. and Galvan, I.M. and Isasi, P.", TITLE = "AMPSO: A New Particle Swarm Method for Nearest Neighborhood Classification", JOURNAL = SMC-B, VOLUME = "39", YEAR = "2009", NUMBER = "5", MONTH = "October", PAGES = "1082-1091", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130177"} @article{bb134132, AUTHOR = "Kondo, K. and Hotta, S.", TITLE = "Color Image Classification Using Block Matching and Learning", JOURNAL = IEICE, VOLUME = "E92-D", YEAR = "2009", NUMBER = "7", MONTH = "July", PAGES = "1484-1487", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130178"} @inproceedings{bb134133, AUTHOR = "Kondo, K. and Hotta, S.", TITLE = "Color Image Classification Using Locally Linear Manifolds and Learning", BOOKTITLE = MVA09, YEAR = "2009", PAGES = "203-", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130179"} @inproceedings{bb134134, AUTHOR = "Kikuchi, K. and Hotta, S.", TITLE = "Voting Based Video Classification Using Clustering and Learning", BOOKTITLE = MVA09, YEAR = "2009", PAGES = "227-", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130180"} @article{bb134135, AUTHOR = "Mary Huard, T. and Robin, S.", TITLE = "Tailored Aggregation for Classification", JOURNAL = PAMI, VOLUME = "31", YEAR = "2009", NUMBER = "11", MONTH = "November", PAGES = "2098-2105", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130181"} @article{bb134136, AUTHOR = "Yu, C. and Zhang, R. and Huang, Y.C. and Xiong, H.", TITLE = "High-dimensional kNN joins with incremental updates", JOURNAL = GeoInfo, VOLUME = "14", YEAR = "2010", NUMBER = "1", MONTH = "January", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130182"} @article{bb134137, AUTHOR = "Marchiori, E.", TITLE = "Class Conditional Nearest Neighbor for Large Margin Instance Selection", JOURNAL = PAMI, VOLUME = "32", YEAR = "2010", NUMBER = "2", MONTH = "February", PAGES = "364-370", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130183"} @article{bb134138, AUTHOR = "Lee, H.S. and Hong, S.J. and Nizami, I.F. and Kim, E.T.", TITLE = "An efficient design of a nearest neighbor classifier for various-scale problems", JOURNAL = PRL, VOLUME = "31", YEAR = "2010", NUMBER = "9", MONTH = "July", PAGES = "1020-1027", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130184"} @article{bb134139, AUTHOR = "Ding, J.D. and Ma, R.N. and Yang, J.Y. and Chen, S.C.", TITLE = "A tree-structured framework for purifying 'complex' clusters with structural roles of individual data", JOURNAL = PR, VOLUME = "43", YEAR = "2010", NUMBER = "11", MONTH = "November", PAGES = "3753-3767", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130185"} @article{bb134140, AUTHOR = "Shibata, T. and Wada, T.", TITLE = "K-D Decision Tree: An Accelerated and Memory Efficient Nearest Neighbor Classifier", JOURNAL = IEICE, VOLUME = "E93-D", YEAR = "2010", NUMBER = "7", MONTH = "July", PAGES = "1670-1681", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130186"} @inproceedings{bb134141, AUTHOR = "Shibata, T. and Kubota, S. and Ito, S.", TITLE = "Large Margin Discriminant Hashing for Fast k-Nearest Neighbor Classification", BOOKTITLE = ICPR10, YEAR = "2010", PAGES = "1015-1018", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130187"} @inproceedings{bb134142, AUTHOR = "Shibata, T. and Yamaguchi, O.", TITLE = "Local Fisher Discriminant Component Hashing for Fast Nearest Neighbor Classification", BOOKTITLE = SSPR08, YEAR = "2008", PAGES = "339-349", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130188"} @article{bb134143, AUTHOR = "Yang, H.L. and Crawford, M.M.", TITLE = "Spectral and Spatial Proximity-Based Manifold Alignment for Multitemporal Hyperspectral Image Classification", JOURNAL = GeoRS, VOLUME = "54", YEAR = "2016", NUMBER = "1", MONTH = "January", PAGES = "51-64", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130189"} @article{bb134144, AUTHOR = "Khelifi, F. and Jiang, J.", TITLE = "K-NN Regression to Improve Statistical Feature Extraction for Texture Retrieval", JOURNAL = IP, VOLUME = "20", YEAR = "2011", NUMBER = "1", MONTH = "January", PAGES = "293-298", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130190"} @article{bb134145, AUTHOR = "Triguero, I. and Garcia, S. and Herrera, F.", TITLE = "Differential evolution for optimizing the positioning of prototypes in nearest neighbor classification", JOURNAL = PR, VOLUME = "44", YEAR = "2011", NUMBER = "4", MONTH = "April", PAGES = "901-916", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130191"} @article{bb134146, AUTHOR = "Triguero, I. and Derrac, J. and Garcia, S. and Herrera, F.", TITLE = "A Taxonomy and Experimental Study on Prototype Generation for Nearest Neighbor Classification", JOURNAL = SMC-C, VOLUME = "42", YEAR = "2012", NUMBER = "1", MONTH = "January", PAGES = "86-100", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130192"} @article{bb134147, AUTHOR = "Garcia, S. and Derrac, J. and Cano, J. and Herrera, F.", TITLE = "Prototype Selection for Nearest Neighbor Classification: Taxonomy and Empirical Study", JOURNAL = PAMI, VOLUME = "34", YEAR = "2012", NUMBER = "3", MONTH = "March", PAGES = "417-435", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130193"} @article{bb134148, AUTHOR = "Derrac, J. and Triguero, I. and Garcia, S. and Herrera, F.", TITLE = "Integrating Instance Selection, Instance Weighting, and Feature Weighting for Nearest Neighbor Classifiers by Coevolutionary Algorithms", JOURNAL = SMC-B, VOLUME = "42", YEAR = "2012", NUMBER = "5", MONTH = "October", PAGES = "1383-1397", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130194"} @article{bb134149, AUTHOR = "Wang, Z.X. and Hu, Y.Q. and Chia, L.T.", TITLE = "Improved learning of I2C distance and accelerating the neighborhood search for image classification", JOURNAL = PR, VOLUME = "44", YEAR = "2011", NUMBER = "10-11", MONTH = "October", PAGES = "2384-2394", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130195"} @article{bb134150, AUTHOR = "Uchida, Y. and Takagi, K. and Kawada, R.", TITLE = "Quantization-Based Approximate Nearest Neighbor Search with Optimized Multiple Residual Codebooks", JOURNAL = IEICE, VOLUME = "E94-D", YEAR = "2011", NUMBER = "7", MONTH = "July", PAGES = "1510-1514", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130196"} @article{bb134151, AUTHOR = "Neo, T.K.C. and Ventura, D.", TITLE = "A direct boosting algorithm for the k-nearest neighbor classifier via local warping of the distance metric", JOURNAL = PRL, VOLUME = "33", YEAR = "2012", NUMBER = "1", MONTH = "January", PAGES = "92-102", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130197"} @article{bb134152, AUTHOR = "Bhattacharya, G. and Ghosh, K. and Chowdhury, A.S.", TITLE = "An affinity-based new local distance function and similarity measure for kNN algorithm", JOURNAL = PRL, VOLUME = "33", YEAR = "2012", NUMBER = "3", MONTH = "February", PAGES = "356-363", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130198"} @article{bb134153, AUTHOR = "Bhattacharya, G. and Ghosh, K. and Chowdhury, A.S.", TITLE = "Outlier detection using neighborhood rank difference", JOURNAL = PRL, VOLUME = "60-61", YEAR = "2015", NUMBER = "1", PAGES = "24-31", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130199"} @article{bb134154, AUTHOR = "Bhattacharya, G. and Ghosh, K. and Chowdhury, A.S.", TITLE = "Granger Causality Driven AHP for Feature Weighted kNN", JOURNAL = PR, VOLUME = "66", YEAR = "2017", NUMBER = "1", PAGES = "425-436", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130200"} @inproceedings{bb134155, AUTHOR = "Bhattacharya, G. and Ghosh, K. and Chowdhury, A.S.", TITLE = "Test Point Specific k Estimation for kNN Classifier", BOOKTITLE = ICPR14, YEAR = "2014", PAGES = "1478-1483", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130201"} @article{bb134156, AUTHOR = "Song, Q.B. and Wang, G.T. and Wang, C.", TITLE = "Automatic recommendation of classification algorithms based on data set characteristics", JOURNAL = PR, VOLUME = "45", YEAR = "2012", NUMBER = "7", MONTH = "July", PAGES = "2672-2689", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130202"} @article{bb134157, AUTHOR = "Ghosh, A.K.", TITLE = "A probabilistic approach for semi-supervised nearest neighbor classification", JOURNAL = PRL, VOLUME = "33", YEAR = "2012", NUMBER = "9", MONTH = "July", PAGES = "1127-1133", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130203"} @article{bb134158, AUTHOR = "Pal, A.K. and Mondal, P.K. and Ghosh, A.K.", TITLE = "High dimensional nearest neighbor classification based on mean absolute differences of inter-point distances", JOURNAL = PRL, VOLUME = "74", YEAR = "2016", NUMBER = "1", PAGES = "1-8", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130204"} @article{bb134159, AUTHOR = "Zhang, N. and Yang, J. and Qian, J.J.", TITLE = "Component-based global k-NN classifier for small sample size problems", JOURNAL = PRL, VOLUME = "33", YEAR = "2012", NUMBER = "13", MONTH = "October", PAGES = "1689-1694", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130205"} @article{bb134160, AUTHOR = "Saez, J.A. and Luengo, J. and Herrera, F.", TITLE = "Predicting noise filtering efficacy with data complexity measures for nearest neighbor classification", JOURNAL = PR, VOLUME = "46", YEAR = "2013", NUMBER = "1", MONTH = "January", PAGES = "355-364", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130206"} @article{bb134161, AUTHOR = "Saez, J.A. and Derrac, J. and Luengo, J. and Herrera, F.", TITLE = "Statistical computation of feature weighting schemes through data estimation for nearest neighbor classifiers", JOURNAL = PR, VOLUME = "47", YEAR = "2014", NUMBER = "12", PAGES = "3941-3948", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130207"} @article{bb134162, AUTHOR = "Nock, R. and Piro, P. and Nielsen, F. and Ali, W.B.H. and Barlaud, M.", TITLE = "Boosting k-NN for Categorization of Natural Scenes", JOURNAL = IJCV, VOLUME = "100", YEAR = "2012", NUMBER = "3", MONTH = "December", PAGES = "294-314", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130208"} @inproceedings{bb134163, AUTHOR = "Piro, P. and Nock, R. and Nielsen, F. and Barlaud, M.", TITLE = "Multi-class Leveraged k-NN for Image Classification", BOOKTITLE = ACCV10, YEAR = "2010", PAGES = "III: 67-81", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130209"} @inproceedings{bb134164, AUTHOR = "Ali, W.B.H. and Nock, R. and Barlaud, M.", TITLE = "Boosting Stochastic Newton with Entropy Constraint for Large-Scale Image Classification", BOOKTITLE = ICPR14, YEAR = "2014", PAGES = "232-237", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130210"} @article{bb134165, AUTHOR = "Mateos Garcia, D. and Garcia Gutierrez, J. and Riquelme Santos, J.C.", TITLE = "On the evolutionary optimization of k-NN by label-dependent feature weighting", JOURNAL = PRL, VOLUME = "33", YEAR = "2012", NUMBER = "16", MONTH = "December", PAGES = "2232-2238", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130211"} @article{bb134166, AUTHOR = "Trzcinski, T. and Lepetit, V. and Fua, P.", TITLE = "Thick boundaries in binary space and their influence on nearest-neighbor search", JOURNAL = PRL, VOLUME = "33", YEAR = "2012", NUMBER = "16", MONTH = "December", PAGES = "2173-2180", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130212"} @article{bb134167, AUTHOR = "Barranquero, J. and Gonzalez, P. and Diez, J. and del Coz, J.J.", TITLE = "On the study of nearest neighbor algorithms for prevalence estimation in binary problems", JOURNAL = PR, VOLUME = "46", YEAR = "2013", NUMBER = "2", MONTH = "February", PAGES = "472-482", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130213"} @article{bb134168, AUTHOR = "Liu, Z.G. and Pan, Q. and Dezert, J.", TITLE = "A new belief-based K-nearest neighbor classification method", JOURNAL = PR, VOLUME = "46", YEAR = "2013", NUMBER = "3", MONTH = "March", PAGES = "834-844", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130214"} @article{bb134169, AUTHOR = "Liu, Z.G. and Pan, Q. and Dezert, J. and Martin, A.", TITLE = "Adaptive imputation of missing values for incomplete pattern classification", JOURNAL = PR, VOLUME = "52", YEAR = "2016", NUMBER = "1", PAGES = "85-95", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130215"} @article{bb134170, AUTHOR = "Liu, Z.G. and Pan, Q. and Dezert, J. and Mercier, G.", TITLE = "Credal classification rule for uncertain data based on belief functions", JOURNAL = PR, VOLUME = "47", YEAR = "2014", NUMBER = "7", PAGES = "2532-2541", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130216"} @article{bb134171, AUTHOR = "Waqas, J. and Yi, Z. and Zhang, L.", TITLE = "Collaborative neighbor representation based classification using L_2-minimization approach", JOURNAL = PRL, VOLUME = "34", YEAR = "2013", NUMBER = "2", MONTH = "January", PAGES = "201-208", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130217"} @inproceedings{bb134172, AUTHOR = "Cai, S. and Zhang, L. and Zuo, W. and Feng, X.", TITLE = "A Probabilistic Collaborative Representation Based Approach for Pattern Classification", BOOKTITLE = CVPR16, YEAR = "2016", PAGES = "2950-2959", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130218"} @article{bb134173, AUTHOR = "Acha, B. and Serrano, C. and Fondon, I. and Gomez Cia, T.", TITLE = "Burn Depth Analysis Using Multidimensional Scaling Applied to Psychophysical Experiment Data", JOURNAL = MedImg, VOLUME = "32", YEAR = "2013", NUMBER = "6", PAGES = "1111-1120", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130219"} @article{bb134174, AUTHOR = "Pelillo, M.", TITLE = "Alhazen and the nearest neighbor rule", JOURNAL = PRL, VOLUME = "38", YEAR = "2014", NUMBER = "1", PAGES = "34-37", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130220"} @article{bb134175, AUTHOR = "Wells, J.R. and Ting, K.M. and Washio, T.", TITLE = "LiNearN: A new approach to nearest neighbour density estimator", JOURNAL = PR, VOLUME = "47", YEAR = "2014", NUMBER = "8", PAGES = "2702-2720", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130221"} @article{bb134176, AUTHOR = "Shen, X.H. and Lin, Z. and Brandt, J. and Wu, Y.", TITLE = "Spatially-Constrained Similarity Measure for Large-Scale Object Retrieval", JOURNAL = PAMI, VOLUME = "36", YEAR = "2014", NUMBER = "6", MONTH = "June", PAGES = "1229-1241", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130222"} @inproceedings{bb134177, AUTHOR = "Shen, X.H. and Lin, Z. and Brandt, J. and Avidan, S. and Wu, Y.", TITLE = "Object retrieval and localization with spatially-constrained similarity measure and k-NN re-ranking", BOOKTITLE = CVPR12, YEAR = "2012", PAGES = "3013-3020", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130223"} @article{bb134178, AUTHOR = "Vikjord, V.V. and Jenssen, R.", TITLE = "Information theoretic clustering using a k-nearest neighbors approach", JOURNAL = PR, VOLUME = "47", YEAR = "2014", NUMBER = "9", PAGES = "3070-3081", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130224"} @article{bb134179, AUTHOR = "Li, Z.S. and Ding, G. and Li, R. and Qin, S.F.", TITLE = "A new extracting algorithm of k nearest neighbors searching for point clouds", JOURNAL = PRL, VOLUME = "49", YEAR = "2014", NUMBER = "1", PAGES = "162-170", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130225"} @article{bb134180, AUTHOR = "Timofte, R. and Van Gool, L.J.", TITLE = "Iterative Nearest Neighbors", JOURNAL = PR, VOLUME = "48", YEAR = "2015", NUMBER = "1", PAGES = "60-72", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130226"} @inproceedings{bb134181, AUTHOR = "Timofte, R. and Van Gool, L.J.", TITLE = "Iterative Nearest Neighbors for classification and dimensionality reduction", BOOKTITLE = CVPR12, YEAR = "2012", PAGES = "2456-2463", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130227"} @inproceedings{bb134182, AUTHOR = "Timofte, R. and Tuytelaars, T. and Van Gool, L.J.", TITLE = "Naive Bayes Image Classification: Beyond Nearest Neighbors", BOOKTITLE = ACCV12, YEAR = "2012", PAGES = "I:689-703", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130228"} @inproceedings{bb134183, AUTHOR = "Rematas, K. and Fritz, M. and Tuytelaars, T.", TITLE = "The Pooled NBNN Kernel: Beyond Image-to-Class and Image-to-Image", BOOKTITLE = ACCV12, YEAR = "2012", PAGES = "I:176-189", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130229"} @article{bb134184, AUTHOR = "Houle, M.E. and Ma, X.G. and Oria, V. and Sun, J.C.", TITLE = "Improving the quality of K-NN graphs through vector sparsification: application to image databases", JOURNAL = MultInfoRetr, VOLUME = "3", YEAR = "2014", NUMBER = "4", MONTH = "November", PAGES = "259-274", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130230"} @article{bb134185, AUTHOR = "Houle, M.E. and Nett, M.", TITLE = "Rank-Based Similarity Search: Reducing the Dimensional Dependence", JOURNAL = PAMI, VOLUME = "37", YEAR = "2015", NUMBER = "1", MONTH = "January", PAGES = "136-150", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130231"} @article{bb134186, AUTHOR = "Giordano, D. and Kavasidis, I. and Palazzo, S. and Spampinato, C.", TITLE = "Nonparametric label propagation using mutual local similarity in nearest neighbors", JOURNAL = CVIU, VOLUME = "131", YEAR = "2015", NUMBER = "1", PAGES = "116-127", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130232"} @article{bb134187, AUTHOR = "Ritter, G.X. and Nieves Vazquez, J.A. and Urcid, G.", TITLE = "A simple statistics-based nearest neighbor cluster detection algorithm", JOURNAL = PR, VOLUME = "48", YEAR = "2015", NUMBER = "3", PAGES = "918-932", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130233"} @article{bb134188, AUTHOR = "Calvo Zaragoza, J. and Valero Mas, J.J. and Rico Juan, J.R.", TITLE = "Improving kNN multi-label classification in Prototype Selection scenarios using class proposals", JOURNAL = PR, VOLUME = "48", YEAR = "2015", NUMBER = "5", PAGES = "1608-1622", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130234"} @inproceedings{bb134189, AUTHOR = "Calvo Zaragoza, J. and Valero Mas, J.J. and Rico Juan, J.R.", TITLE = "Prototype Generation on Structural Data Using Dissimilarity Space Representation: A Case of Study", BOOKTITLE = IbPRIA15, YEAR = "2015", PAGES = "75-82", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130235"} @inproceedings{bb134190, AUTHOR = "Valero Mas, J.J. and Calvo Zaragoza, J. and Rico Juan, J.R. and Inesta, J.M.", TITLE = "A Study of Prototype Selection Algorithms for Nearest Neighbour in Class-Imbalanced Problems", BOOKTITLE = IbPRIA17, YEAR = "2017", PAGES = "335-343", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130236"} @article{bb134191, AUTHOR = "Bourrier, A. and Perronnin, F. and Gribonval, R. and Perez, P. and Jegou, H.", TITLE = "Explicit Embeddings for Nearest Neighbor Search with Mercer Kernels", JOURNAL = JMIV, VOLUME = "52", YEAR = "2015", NUMBER = "3", MONTH = "July", PAGES = "459-468", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130237"} @article{bb134192, AUTHOR = "Tan, H.L. and Ma, Z.M. and Zhang, S. and Zhan, Z.R. and Zhang, B.B. and Zhang, C.G.", TITLE = "Grassmann manifold for nearest points image set classification", JOURNAL = PRL, VOLUME = "68, Part 1", YEAR = "2015", NUMBER = "1", PAGES = "190-196", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130238"} @article{bb134193, AUTHOR = "Xiao, C. and Chaovalitwongse, W.A.", TITLE = "Optimization Models for Feature Selection of Decomposed Nearest Neighbor", JOURNAL = SMCS, VOLUME = "46", YEAR = "2016", NUMBER = "2", MONTH = "February", PAGES = "177-184", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130239"} @article{bb134194, AUTHOR = "Liu, X.L. and Deng, C. and Lang, B. and Tao, D.C. and Li, X.L.", TITLE = "Query-Adaptive Reciprocal Hash Tables for Nearest Neighbor Search", JOURNAL = IP, VOLUME = "25", YEAR = "2016", NUMBER = "2", MONTH = "February", PAGES = "907-919", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130240"} @article{bb134195, AUTHOR = "Liu, X.L. and Huang, L. and Deng, C. and Lang, B. and Tao, D.C.", TITLE = "Query-Adaptive Hash Code Ranking for Large-Scale Multi-View Visual Search", JOURNAL = IP, VOLUME = "25", YEAR = "2016", NUMBER = "10", MONTH = "October", PAGES = "4514-4524", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130241"} @article{bb134196, AUTHOR = "Liu, X.L. and Li, Z.J. and Deng, C. and Tao, D.C.", TITLE = "Distributed Adaptive Binary Quantization for Fast Nearest Neighbor Search", JOURNAL = IP, VOLUME = "26", YEAR = "2017", NUMBER = "11", MONTH = "November", PAGES = "5324-5336", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130242"} @inproceedings{bb134197, AUTHOR = "Liu, X.L. and Huang, L. and Deng, C. and Lu, J. and Lang, B.", TITLE = "Multi-View Complementary Hash Tables for Nearest Neighbor Search", BOOKTITLE = ICCV15, YEAR = "2015", PAGES = "1107-1115", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130243"} @article{bb134198, AUTHOR = "Yu, Z. and Chen, H. and Liu, J. and You, J. and Leung, H. and Han, G.", TITLE = "Hybrid k-Nearest Neighbor Classifier", JOURNAL = Cyber, VOLUME = "46", YEAR = "2016", NUMBER = "6", MONTH = "June", PAGES = "1263-1275", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130244"} @article{bb134199, AUTHOR = "Zhu, Q.S. and Feng, J. and Huang, J.L.", TITLE = "Natural neighbor: A self-adaptive neighborhood method without parameter K", JOURNAL = PRL, VOLUME = "80", YEAR = "2016", NUMBER = "1", PAGES = "30-36", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT130245"}